ai-parrot-server

Server infrastructure for the AI-Parrot framework, extracted as a PEP 420 implicit namespace satellite package.

Overview

ai-parrot-server contributes server-side modules to the parrot.* namespace alongside the core ai-parrot package. All existing import paths remain unchanged — from parrot.handlers import ChatbotHandler works identically whether using the combined install or the split install.

What's Included

Module	Contents
`parrot.handlers`	~59 aiohttp HTTP handler files (ChatbotHandler, BotHandler, etc.)
`parrot.manager`	BotManager, EphemeralRegistry
`parrot.services`	AgentService, delivery, heartbeat, worker pool, WhatsApp bridge, etc.
`parrot.scheduler`	AgentSchedulerManager, schedule decorators, models, functions
`parrot.autonomous`	AutonomousOrchestrator, transport layer (parrot-fs), deploy tools
`parrot.mcp` (server)	MCPServer, MCPToolAdapter, MCPServerConfig, transports, CLI
`parrot.a2a` (server)	A2AServer, A2AEnabledMixin, A2ASecurityMiddleware
`parrot.server.ui`	Embedded Admin UI (`setup_admin_ui()`, `/admin`) — login, status dashboard, read-only agent inventory. See `docs/admin-ui.md`.

Installation

# Core framework only (no server infrastructure)
pip install ai-parrot

# Core + all server infrastructure
pip install ai-parrot-server

# Core + server with specific extras
pip install ai-parrot-server[scheduler]    # + APScheduler
pip install ai-parrot-server[mcp]          # + MCP server transports (QUIC, gRPC)
pip install ai-parrot-server[a2a]          # + A2A server (JWT auth)
pip install ai-parrot-server[autonomous]   # + autonomous orchestrator (aiofiles)
pip install ai-parrot-server[all]          # everything

# Via host meta-extra
pip install ai-parrot[server]             # convenience alias for ai-parrot-server[all]
pip install ai-parrot[all]               # includes ai-parrot-server[all]

How It Works

This package uses PEP 420 implicit namespace packages. It contributes to the same parrot.* namespace as ai-parrot without any __init__.py files at the namespace levels. Python's import system merges the two distributions' directory trees transparently.

The host parrot.* __init__.py files use pkgutil.extend_path and lazy __getattr__ patterns to expose server classes when this satellite is installed, and provide helpful ImportError messages when it is not.

Migration

See docs/migration/feat-203-ai-parrot-server.md for the full migration guide.

Metadata

Release files for ai-parrot-server 1.2.1

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Source distribution (sdist)

Source distribution for ai-parrot-server 1.2.1
File	Size	Uploaded
ai_parrot_server-1.2.1.tar.gz	4.8 MB	Oct 8, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for ai-parrot-server 1.2.1
File	Interpreter	ABI	Platform	Reset
ai_parrot_server-1.2.1-py3-none-any.whl 5.0 MB Oct 8, 2026	Python 3	none	any	Details

Total release size: 9.9 MB

Release files / ai_parrot_server-1.2.1.tar.gz

Download URL	ai_parrot_server-1.2.1.tar.gz
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Release files / ai_parrot_server-1.2.1-py3-none-any.whl

Download URL	ai_parrot_server-1.2.1-py3-none-any.whl
Size	5.0 MB
Tags	Python 3
SHA-256 checksum How to use checksums	`7b4d0507eafe958e833605f160a097e3beb915c24a63a6ac75c2106f5baf0340`
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Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/phenobarbital/ai-parrot
Publishing commit: github.com/phenobarbital/ai-parrot/tree/7bf73767cce04a0e389df4527d700d2584613d98

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SHA-256 checksum: 7b4d0507eafe958e833605f160a097e3beb915c24a63a6ac75c2106f5baf0340 Verifying attestations